mossimage
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PROBLEM SOLVER

Common MOSS-Image Problems

Start with the symptom you can observe. Each guide separates official defaults from community workarounds and gives you a controlled first test.

Updated October 27, 2026
Compare stripe fixes

Faint vertical stripes in SFT

Symptom: Smooth skies, fog, walls, or gradients show evenly spaced color bands.

Check first: A community analysis isolated the artifact to SFT and published an optional adapter.

Align the workflow

Output is pure noise

Symptom: The graph completes, but no coherent image appears.

Check first: First check whether a plugin workflow was mixed with native loader nodes.

Tune Base guidance

Base looks flat or weak

Symptom: A short prompt produces low-contrast or poorly guided output.

Check first: Base may need a controlled CFG test within the official 3–6 range.

Diagnose the regression

SFT suddenly looks blurry

Symptom: A previously working graph changes after an update or only the preview looks soft.

Check first: Check the saved file, node versions, console warnings, and a clean environment before retuning.

Use the matching recipe

Turbo output is smeared

Symptom: A few-step adapter looks overcooked in the standard workflow.

Check first: The steps, CFG, or sampler do not match that adapter release.

Repair the loader

MOSSImageHFLoader is missing

Symptom: A plugin workflow opens with an unknown loader node.

Check first: The optional plugin is absent, in the wrong directory, or failed during startup.

Review precision choices

FP16 gives NaN or black output

Symptom: Lower-precision output fails while BF16 works.

Check first: Precision support and transformer range vary by setup; test a verified baseline first.

Improve the prompt

Text or style is inconsistent

Symptom: Words need correction or a style label does not reproduce the expected look.

Check first: Image generation is probabilistic; use explicit visual language, save seeds, and proofread.

Compare edit workflows

Need to edit an existing image

Symptom: You want to change clothing, lighting, color, or style while following a reference image.

Check first: Base and SFT are text-to-image checkpoints; editing requires a compatible Edit LoRA and workflow.

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